JigaoLuo commented on issue #8378:
URL: https://github.com/apache/arrow-rs/issues/8378#issuecomment-3320377269

   I couldn’t agree more. There are already some papers that systematically 
study Parquet internals: data types, compression ratios, and distribution 
characteristics like cardinality. But one aspect I feel is still missing is **a 
reader-friendly Parquet configuration optimized for high-performance reading**. 
That’s also how I interpreted your perspective on Parquet and proprietary 
formats.
   
   I can imagine scenarios where lakehouse consumers experience slow reads and 
instinctively blame the reader implementation, when in fact the bottleneck lies 
in how the Parquet-file-config was written. Once I wrap up the current query 
engine work, I’d love to pursue a more systematic study on this topic if 
possible.


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